An Improved Adaptive Tracking Controller of Permanent Magnet Synchronous Motor
Joint Authors
Yan, Jun-Juh
Nguyen, Tat-Bao-Thien
Liao, Teh-Lu
Kuo, Hang-Hong
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-11-10
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper proposes a new adaptive fuzzy neural control to suppress chaos and also to achieve the speed tracking control in a permanent magnet synchronous motor (PMSM) drive system with unknown parameters and uncertainties.
The control scheme consists of fuzzy neural and compensatory controllers.
The fuzzy neural controller with online parameter tuning is used to estimate the unknown nonlinear models and construct linearization feedback control law, while the compensatory controller is employed to attenuate the estimation error effects of the fuzzy neural network and ensure the robustness of the controlled system.
Moreover, due to improvement in controller design, the singularity problem is surely avoided.
Finally, numerical simulations are carried out to demonstrate that the proposed control scheme can successfully remove chaotic oscillations and allow the speed to follow the desired trajectory in a chaotic PMSM despite the existence of unknown models and uncertainties.
American Psychological Association (APA)
Nguyen, Tat-Bao-Thien& Liao, Teh-Lu& Kuo, Hang-Hong& Yan, Jun-Juh. 2014. An Improved Adaptive Tracking Controller of Permanent Magnet Synchronous Motor. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1034152
Modern Language Association (MLA)
Nguyen, Tat-Bao-Thien…[et al.]. An Improved Adaptive Tracking Controller of Permanent Magnet Synchronous Motor. Abstract and Applied Analysis No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1034152
American Medical Association (AMA)
Nguyen, Tat-Bao-Thien& Liao, Teh-Lu& Kuo, Hang-Hong& Yan, Jun-Juh. An Improved Adaptive Tracking Controller of Permanent Magnet Synchronous Motor. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1034152
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1034152